Pandas Profiling Report

Dataset statistics

Number of variables	35
Number of observations	195
Missing cells	337
Missing cells (%)	4.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	320.3 KiB
Average record size in memory	1.6 KiB

Variable types

Categorical	26
Numeric	9

Alerts

`Country` has a high cardinality: 195 distinct values	High cardinality
`Density (P/Km2)` has a high cardinality: 137 distinct values	High cardinality
`Abbreviation` has a high cardinality: 188 distinct values	High cardinality
`Agricultural Land( %)` has a high cardinality: 168 distinct values	High cardinality
`Land Area(Km2)` has a high cardinality: 194 distinct values	High cardinality
`Armed Forces size` has a high cardinality: 105 distinct values	High cardinality
`Capital/Major City` has a high cardinality: 192 distinct values	High cardinality
`Co2-Emissions` has a high cardinality: 184 distinct values	High cardinality
`CPI` has a high cardinality: 175 distinct values	High cardinality
`CPI Change (%)` has a high cardinality: 86 distinct values	High cardinality
`Currency-Code` has a high cardinality: 133 distinct values	High cardinality
`Forested Area (%)` has a high cardinality: 161 distinct values	High cardinality
`Gasoline Price` has a high cardinality: 101 distinct values	High cardinality
`GDP` has a high cardinality: 193 distinct values	High cardinality
`Gross primary education enrollment (%)` has a high cardinality: 141 distinct values	High cardinality
`Gross tertiary education enrollment (%)` has a high cardinality: 171 distinct values	High cardinality
`Largest city` has a high cardinality: 188 distinct values	High cardinality
`Minimum wage` has a high cardinality: 114 distinct values	High cardinality
`Official language` has a high cardinality: 77 distinct values	High cardinality
`Out of pocket health expenditure` has a high cardinality: 160 distinct values	High cardinality
`Population` has a high cardinality: 194 distinct values	High cardinality
`Population: Labor force participation (%)` has a high cardinality: 145 distinct values	High cardinality
`Tax revenue (%)` has a high cardinality: 119 distinct values	High cardinality
`Total tax rate` has a high cardinality: 156 distinct values	High cardinality
`Unemployment rate` has a high cardinality: 164 distinct values	High cardinality
`Urban_population` has a high cardinality: 190 distinct values	High cardinality
`Birth Rate` is highly overall correlated with `Fertility Rate` and 5 other fields	High correlation
`Calling Code` is highly overall correlated with `Official language`	High correlation
`Fertility Rate` is highly overall correlated with `Birth Rate` and 5 other fields	High correlation
`Infant mortality` is highly overall correlated with `Birth Rate` and 5 other fields	High correlation
`Life expectancy` is highly overall correlated with `Birth Rate` and 5 other fields	High correlation
`Maternal mortality ratio` is highly overall correlated with `Birth Rate` and 5 other fields	High correlation
`Physicians per thousand` is highly overall correlated with `Birth Rate` and 5 other fields	High correlation
`Latitude` is highly overall correlated with `Birth Rate` and 5 other fields	High correlation
`Official language` is highly overall correlated with `Calling Code`	High correlation
`Abbreviation` has 7 (3.6%) missing values	Missing
`Agricultural Land( %)` has 7 (3.6%) missing values	Missing
`Armed Forces size` has 24 (12.3%) missing values	Missing
`Birth Rate` has 6 (3.1%) missing values	Missing
`Capital/Major City` has 3 (1.5%) missing values	Missing
`Co2-Emissions` has 7 (3.6%) missing values	Missing
`CPI` has 17 (8.7%) missing values	Missing
`CPI Change (%)` has 16 (8.2%) missing values	Missing
`Currency-Code` has 15 (7.7%) missing values	Missing
`Fertility Rate` has 7 (3.6%) missing values	Missing
`Forested Area (%)` has 7 (3.6%) missing values	Missing
`Gasoline Price` has 20 (10.3%) missing values	Missing
`GDP` has 2 (1.0%) missing values	Missing
`Gross primary education enrollment (%)` has 7 (3.6%) missing values	Missing
`Gross tertiary education enrollment (%)` has 12 (6.2%) missing values	Missing
`Infant mortality` has 6 (3.1%) missing values	Missing
`Largest city` has 6 (3.1%) missing values	Missing
`Life expectancy` has 8 (4.1%) missing values	Missing
`Maternal mortality ratio` has 14 (7.2%) missing values	Missing
`Minimum wage` has 45 (23.1%) missing values	Missing
`Out of pocket health expenditure` has 7 (3.6%) missing values	Missing
`Physicians per thousand` has 7 (3.6%) missing values	Missing
`Population: Labor force participation (%)` has 19 (9.7%) missing values	Missing
`Tax revenue (%)` has 26 (13.3%) missing values	Missing
`Total tax rate` has 12 (6.2%) missing values	Missing
`Unemployment rate` has 19 (9.7%) missing values	Missing
`Urban_population` has 5 (2.6%) missing values	Missing
`Country` is uniformly distributed	Uniform
`Density (P/Km2)` is uniformly distributed	Uniform
`Abbreviation` is uniformly distributed	Uniform
`Agricultural Land( %)` is uniformly distributed	Uniform
`Land Area(Km2)` is uniformly distributed	Uniform
`Capital/Major City` is uniformly distributed	Uniform
`Co2-Emissions` is uniformly distributed	Uniform
`CPI` is uniformly distributed	Uniform
`Forested Area (%)` is uniformly distributed	Uniform
`Gasoline Price` is uniformly distributed	Uniform
`GDP` is uniformly distributed	Uniform
`Gross primary education enrollment (%)` is uniformly distributed	Uniform
`Gross tertiary education enrollment (%)` is uniformly distributed	Uniform
`Largest city` is uniformly distributed	Uniform
`Minimum wage` is uniformly distributed	Uniform
`Out of pocket health expenditure` is uniformly distributed	Uniform
`Population` is uniformly distributed	Uniform
`Population: Labor force participation (%)` is uniformly distributed	Uniform
`Tax revenue (%)` is uniformly distributed	Uniform
`Total tax rate` is uniformly distributed	Uniform
`Unemployment rate` is uniformly distributed	Uniform
`Urban_population` is uniformly distributed	Uniform
`Country` has unique values	Unique

Reproduction

Analysis started	2023-07-30 00:09:01.342521
Analysis finished	2023-07-30 00:09:26.409475
Duration	25.07 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

Country
Categorical

HIGH CARDINALITY UNIFORM UNIQUE

Distinct	195
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	12.7 KiB

Afghanistan	1
Saint Lucia	1
Nicaragua	1
Niger	1
Nigeria	1
Other values (190)	190

Length

Max length	32
Median length	22
Mean length	8.8615385
Min length	4

Characters and Unicode

Total characters	1728
Distinct characters	53
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	195 ?
Unique (%)	100.0%

Sample

1st row	Afghanistan
2nd row	Albania
3rd row	Algeria
4th row	Andorra
5th row	Angola

Common Values

Value	Count	Frequency (%)
Afghanistan	1	0.5%
Saint Lucia	1	0.5%
Nicaragua	1	0.5%
Niger	1	0.5%
Nigeria	1	0.5%
North Korea	1	0.5%
North Macedonia	1	0.5%
Norway	1	0.5%
Oman	1	0.5%
Pakistan	1	0.5%
Other values (185)	185	94.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
republic	6	2.4%
the	5	2.0%
and	5	2.0%
of	4	1.6%
south	3	1.2%
guinea	3	1.2%
saint	3	1.2%
united	3	1.2%
states	2	0.8%
congo	2	0.8%
Other values (214)	219	85.9%

Most occurring characters

Value	Count	Frequency (%)
a	260	15.0%
i	151	8.7%
n	133	7.7%
e	117	6.8%
r	93	5.4%
o	92	5.3%
t	75	4.3%
u	68	3.9%
	60	3.5%
l	60	3.5%
Other values (43)	619	35.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1412	81.7%
Uppercase Letter	244	14.1%
Space Separator	60	3.5%
Other Symbol	11	0.6%
Dash Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	260	18.4%
i	151	10.7%
n	133	9.4%
e	117	8.3%
r	93	6.6%
o	92	6.5%
t	75	5.3%
u	68	4.8%
l	60	4.2%
s	54	3.8%
Other values (16)	309	21.9%

Uppercase Letter

Value	Count	Frequency (%)
S	30	12.3%
M	20	8.2%
C	19	7.8%
B	19	7.8%
A	16	6.6%
T	14	5.7%
N	14	5.7%
G	14	5.7%
L	12	4.9%
I	11	4.5%
Other values (14)	75	30.7%

Space Separator

Value	Count	Frequency (%)
	60	100.0%

Other Symbol

Value	Count	Frequency (%)
�	11	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1656	95.8%
Common	72	4.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	260	15.7%
i	151	9.1%
n	133	8.0%
e	117	7.1%
r	93	5.6%
o	92	5.6%
t	75	4.5%
u	68	4.1%
l	60	3.6%
s	54	3.3%
Other values (40)	553	33.4%

Common

Value	Count	Frequency (%)
	60	83.3%
�	11	15.3%
-	1	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1717	99.4%
Specials	11	0.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	260	15.1%
i	151	8.8%
n	133	7.7%
e	117	6.8%
r	93	5.4%
o	92	5.4%
t	75	4.4%
u	68	4.0%
	60	3.5%
l	60	3.5%
Other values (42)	608	35.4%

Specials

Value	Count	Frequency (%)
�	11	100.0%

Density (P/Km2)
Categorical

HIGH CARDINALITY UNIFORM

Distinct	137
Distinct (%)	70.3%
Missing	0
Missing (%)	0.0%
Memory size	11.4 KiB

25	7
18	5
83	5
4	5
16	3
Other values (132)	170

Length

Max length	6
Median length	5
Mean length	2.4615385
Min length	1

Characters and Unicode

Total characters	480
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	99 ?
Unique (%)	50.8%

Sample

1st row	60
2nd row	105
3rd row	18
4th row	164
5th row	26

Common Values

Value	Count	Frequency (%)
25	7	3.6%
18	5	2.6%
83	5	2.6%
4	5	2.6%
16	3	1.5%
26	3	1.5%
17	3	1.5%
3	3	1.5%
20	3	1.5%
137	3	1.5%
Other values (127)	155	79.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
25	7	3.6%
83	5	2.6%
4	5	2.6%
18	5	2.6%
16	3	1.5%
26	3	1.5%
17	3	1.5%
3	3	1.5%
20	3	1.5%
137	3	1.5%
Other values (127)	155	79.5%

Most occurring characters

Value	Count	Frequency (%)
1	81	16.9%
3	65	13.5%
2	61	12.7%
4	47	9.8%
6	40	8.3%
5	39	8.1%
8	39	8.1%
7	37	7.7%
0	37	7.7%
9	27	5.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	473	98.5%
Other Punctuation	7	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	81	17.1%
3	65	13.7%
2	61	12.9%
4	47	9.9%
6	40	8.5%
5	39	8.2%
8	39	8.2%
7	37	7.8%
0	37	7.8%
9	27	5.7%

Other Punctuation

Value	Count	Frequency (%)
,	7	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	480	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	81	16.9%
3	65	13.5%
2	61	12.7%
4	47	9.8%
6	40	8.3%
5	39	8.1%
8	39	8.1%
7	37	7.7%
0	37	7.7%
9	27	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	480	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	81	16.9%
3	65	13.5%
2	61	12.7%
4	47	9.8%
6	40	8.3%
5	39	8.1%
8	39	8.1%
7	37	7.7%
0	37	7.7%
9	27	5.6%

Abbreviation
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	188
Distinct (%)	100.0%
Missing	7
Missing (%)	3.6%
Memory size	11.2 KiB

AF	1
PY	1
NE	1
NG	1
KP	1
Other values (183)	183

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	376
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	188 ?
Unique (%)	100.0%

Sample

1st row	AF
2nd row	AL
3rd row	DZ
4th row	AD
5th row	AO

Common Values

Value	Count	Frequency (%)
AF	1	0.5%
PY	1	0.5%
NE	1	0.5%
NG	1	0.5%
KP	1	0.5%
NO	1	0.5%
OM	1	0.5%
PK	1	0.5%
PW	1	0.5%
PA	1	0.5%
Other values (178)	178	91.3%
(Missing)	7	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
af	1	0.5%
az	1	0.5%
ba	1	0.5%
dz	1	0.5%
ad	1	0.5%
ao	1	0.5%
ag	1	0.5%
ar	1	0.5%
am	1	0.5%
au	1	0.5%
Other values (178)	178	94.7%

Most occurring characters

Value	Count	Frequency (%)
M	29	7.7%
S	25	6.6%
T	23	6.1%
G	22	5.9%
A	21	5.6%
B	21	5.6%
C	19	5.1%
L	19	5.1%
E	18	4.8%
N	18	4.8%
Other values (16)	161	42.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	376	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	29	7.7%
S	25	6.6%
T	23	6.1%
G	22	5.9%
A	21	5.6%
B	21	5.6%
C	19	5.1%
L	19	5.1%
E	18	4.8%
N	18	4.8%
Other values (16)	161	42.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	376	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	29	7.7%
S	25	6.6%
T	23	6.1%
G	22	5.9%
A	21	5.6%
B	21	5.6%
C	19	5.1%
L	19	5.1%
E	18	4.8%
N	18	4.8%
Other values (16)	161	42.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	376	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	29	7.7%
S	25	6.6%
T	23	6.1%
G	22	5.9%
A	21	5.6%
B	21	5.6%
C	19	5.1%
L	19	5.1%
E	18	4.8%
N	18	4.8%
Other values (16)	161	42.8%

Agricultural Land( %)
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	168
Distinct (%)	89.4%
Missing	7
Missing (%)	3.6%
Memory size	11.9 KiB

17.40%	3
73.40%	2
23.30%	2
39.30%	2
34.50%	2
Other values (163)	177

Length

Max length	6
Median length	6
Mean length	5.893617
Min length	5

Characters and Unicode

Total characters	1108
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	149 ?
Unique (%)	79.3%

Sample

1st row	58.10%
2nd row	43.10%
3rd row	17.40%
4th row	40.00%
5th row	47.50%

Common Values

Value	Count	Frequency (%)
17.40%	3	1.5%
73.40%	2	1.0%
23.30%	2	1.0%
39.30%	2	1.0%
34.50%	2	1.0%
31.10%	2	1.0%
71.50%	2	1.0%
64.80%	2	1.0%
23.10%	2	1.0%
2.70%	2	1.0%
Other values (158)	167	85.6%
(Missing)	7	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
17.40	3	1.6%
33.30	2	1.1%
73.40	2	1.1%
26.30	2	1.1%
71.70	2	1.1%
32.40	2	1.1%
25.60	2	1.1%
28.70	2	1.1%
42.00	2	1.1%
44.60	2	1.1%
Other values (158)	167	88.8%

Most occurring characters

Value	Count	Frequency (%)
0	228	20.6%
.	188	17.0%
%	188	17.0%
4	80	7.2%
3	74	6.7%
2	64	5.8%
1	58	5.2%
7	56	5.1%
5	53	4.8%
6	48	4.3%
Other values (2)	71	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	732	66.1%
Other Punctuation	376	33.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	228	31.1%
4	80	10.9%
3	74	10.1%
2	64	8.7%
1	58	7.9%
7	56	7.7%
5	53	7.2%
6	48	6.6%
8	42	5.7%
9	29	4.0%

Other Punctuation

Value	Count	Frequency (%)
.	188	50.0%
%	188	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1108	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	228	20.6%
.	188	17.0%
%	188	17.0%
4	80	7.2%
3	74	6.7%
2	64	5.8%
1	58	5.2%
7	56	5.1%
5	53	4.8%
6	48	4.3%
Other values (2)	71	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1108	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	228	20.6%
.	188	17.0%
%	188	17.0%
4	80	7.2%
3	74	6.7%
2	64	5.8%
1	58	5.2%
7	56	5.1%
5	53	4.8%
6	48	4.3%
Other values (2)	71	6.4%

Land Area(Km2)
Categorical

HIGH CARDINALITY UNIFORM

Distinct	194
Distinct (%)	100.0%
Missing	1
Missing (%)	0.5%
Memory size	12.2 KiB

652,230	1
616	1
130,370	1
1,267,000	1
923,768	1
Other values (189)	189

Length

Max length	10
Median length	9
Mean length	6.3865979
Min length	1

Characters and Unicode

Total characters	1239
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	194 ?
Unique (%)	100.0%

Sample

1st row	652,230
2nd row	28,748
3rd row	2,381,741
4th row	468
5th row	1,246,700

Common Values

Value	Count	Frequency (%)
652,230	1	0.5%
616	1	0.5%
130,370	1	0.5%
1,267,000	1	0.5%
923,768	1	0.5%
120,538	1	0.5%
25,713	1	0.5%
323,802	1	0.5%
309,500	1	0.5%
796,095	1	0.5%
Other values (184)	184	94.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
652,230	1	0.5%
48,670	1	0.5%
13,880	1	0.5%
2,381,741	1	0.5%
468	1	0.5%
1,246,700	1	0.5%
443	1	0.5%
2,780,400	1	0.5%
29,743	1	0.5%
7,741,220	1	0.5%
Other values (184)	184	94.8%

Most occurring characters

Value	Count	Frequency (%)
,	198	16.0%
0	155	12.5%
1	142	11.5%
2	113	9.1%
3	99	8.0%
8	99	8.0%
4	96	7.7%
7	92	7.4%
6	87	7.0%
5	85	6.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1041	84.0%
Other Punctuation	198	16.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	155	14.9%
1	142	13.6%
2	113	10.9%
3	99	9.5%
8	99	9.5%
4	96	9.2%
7	92	8.8%
6	87	8.4%
5	85	8.2%
9	73	7.0%

Other Punctuation

Value	Count	Frequency (%)
,	198	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1239	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	198	16.0%
0	155	12.5%
1	142	11.5%
2	113	9.1%
3	99	8.0%
8	99	8.0%
4	96	7.7%
7	92	7.4%
6	87	7.0%
5	85	6.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1239	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	198	16.0%
0	155	12.5%
1	142	11.5%
2	113	9.1%
3	99	8.0%
8	99	8.0%
4	96	7.7%
7	92	7.4%
6	87	7.0%
5	85	6.9%

Armed Forces size
Categorical

HIGH CARDINALITY MISSING

Distinct	105
Distinct (%)	61.4%
Missing	24
Missing (%)	12.3%
Memory size	11.4 KiB

2,000	7
1,000	6
16,000	5
0	5
4,000	5
Other values (100)	143

Length

Max length	9
Median length	7
Mean length	6.0292398
Min length	1

Characters and Unicode

Total characters	1031
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	72 ?
Unique (%)	42.1%

Sample

1st row	323,000
2nd row	9,000
3rd row	317,000
4th row	117,000
5th row	0

Common Values

Value	Count	Frequency (%)
2,000	7	3.6%
1,000	6	3.1%
16,000	5	2.6%
0	5	2.6%
4,000	5	2.6%
9,000	5	2.6%
21,000	4	2.1%
12,000	4	2.1%
6,000	3	1.5%
11,000	3	1.5%
Other values (95)	124	63.6%
(Missing)	24	12.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2,000	7	4.1%
1,000	6	3.5%
16,000	5	2.9%
0	5	2.9%
4,000	5	2.9%
9,000	5	2.9%
21,000	4	2.3%
12,000	4	2.3%
22,000	3	1.8%
7,000	3	1.8%
Other values (95)	124	72.5%

Most occurring characters

Value	Count	Frequency (%)
0	519	50.3%
,	171	16.6%
1	86	8.3%
2	64	6.2%
3	41	4.0%
4	31	3.0%
6	30	2.9%
5	27	2.6%
7	21	2.0%
8	21	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	860	83.4%
Other Punctuation	171	16.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	519	60.3%
1	86	10.0%
2	64	7.4%
3	41	4.8%
4	31	3.6%
6	30	3.5%
5	27	3.1%
7	21	2.4%
8	21	2.4%
9	20	2.3%

Other Punctuation

Value	Count	Frequency (%)
,	171	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1031	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	519	50.3%
,	171	16.6%
1	86	8.3%
2	64	6.2%
3	41	4.0%
4	31	3.0%
6	30	2.9%
5	27	2.6%
7	21	2.0%
8	21	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1031	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	519	50.3%
,	171	16.6%
1	86	8.3%
2	64	6.2%
3	41	4.0%
4	31	3.0%
6	30	2.9%
5	27	2.6%
7	21	2.0%
8	21	2.0%

Birth Rate
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	170
Distinct (%)	89.9%
Missing	6
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	20.214974

Minimum	5.9
Maximum	46.08
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	5.9
5-th percentile	8.54
Q1	11.3
median	17.95
Q3	28.75
95-th percentile	37.922
Maximum	46.08
Range	40.18
Interquartile range (IQR)	17.45

Descriptive statistics

Standard deviation	9.9457738
Coefficient of variation (CV)	0.49200033
Kurtosis	-0.82102654
Mean	20.214974
Median Absolute Deviation (MAD)	7.49
Skewness	0.57867151
Sum	3820.63
Variance	98.918416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	3	1.5%
12	3	1.5%
10.9	2	1.0%
17.55	2	1.0%
16.75	2	1.0%
10.1	2	1.0%
13.99	2	1.0%
12.6	2	1.0%
9.7	2	1.0%
14	2	1.0%
Other values (160)	167	85.6%
(Missing)	6	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.9	1	0.5%
6.4	1	0.5%
6.8	1	0.5%
7.2	1	0.5%
7.3	1	0.5%
7.4	1	0.5%
7.9	1	0.5%
8.1	1	0.5%
8.11	1	0.5%
8.5	1	0.5%

Value	Count	Frequency (%)
46.08	1	0.5%
42.17	1	0.5%
41.75	1	0.5%
41.54	1	0.5%
41.18	1	0.5%
40.73	1	0.5%
39.01	1	0.5%
38.54	1	0.5%
38.14	1	0.5%
37.93	1	0.5%

Calling Code
Real number (ℝ)

Distinct	182
Distinct (%)	93.8%
Missing	1
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	360.54639

Minimum	1
Maximum	1876
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	82.5
median	255.5
Q3	506.75
95-th percentile	974.35
Maximum	1876
Range	1875
Interquartile range (IQR)	424.25

Descriptive statistics

Standard deviation	323.23642
Coefficient of variation (CV)	0.89651825
Kurtosis	1.5902054
Mean	360.54639
Median Absolute Deviation (MAD)	194
Skewness	1.1916716
Sum	69946
Variance	104481.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	12	6.2%
7	2	1.0%
680	1	0.5%
64	1	0.5%
505	1	0.5%
227	1	0.5%
234	1	0.5%
850	1	0.5%
389	1	0.5%
47	1	0.5%
Other values (172)	172	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12	6.2%
7	2	1.0%
20	1	0.5%
27	1	0.5%
30	1	0.5%
31	1	0.5%
32	1	0.5%
33	1	0.5%
34	1	0.5%
36	1	0.5%

Value	Count	Frequency (%)
1876	1	0.5%
998	1	0.5%
996	1	0.5%
995	1	0.5%
994	1	0.5%
993	1	0.5%
992	1	0.5%
977	1	0.5%
976	1	0.5%
975	1	0.5%

Capital/Major City
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	192
Distinct (%)	100.0%
Missing	3
Missing (%)	1.5%
Memory size	12.8 KiB

Kabul	1
Wellington	1
Managua	1
Niamey	1
Abuja	1
Other values (187)	187

Length

Max length	22
Median length	19
Mean length	8.21875
Min length	4

Characters and Unicode

Total characters	1578
Distinct characters	55
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	192 ?
Unique (%)	100.0%

Sample

1st row	Kabul
2nd row	Tirana
3rd row	Algiers
4th row	Andorra la Vella
5th row	Luanda

Common Values

Value	Count	Frequency (%)
Kabul	1	0.5%
Wellington	1	0.5%
Managua	1	0.5%
Niamey	1	0.5%
Abuja	1	0.5%
Pyongyang	1	0.5%
Skopje	1	0.5%
Oslo	1	0.5%
Muscat	1	0.5%
Islamabad	1	0.5%
Other values (182)	182	93.3%
(Missing)	3	1.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
city	10	4.2%
port	4	1.7%
of	3	1.3%
san	3	1.3%
st	2	0.8%
baku	1	0.4%
luanda	1	0.4%
john's	1	0.4%
saint	1	0.4%
john	1	0.4%
Other values (209)	209	88.6%

Most occurring characters

Value	Count	Frequency (%)
a	222	14.1%
o	110	7.0%
i	109	6.9%
n	97	6.1%
r	85	5.4%
e	84	5.3%
u	69	4.4%
t	68	4.3%
s	65	4.1%
l	50	3.2%
Other values (45)	619	39.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1251	79.3%
Uppercase Letter	236	15.0%
Space Separator	44	2.8%
Other Symbol	29	1.8%
Other Punctuation	15	1.0%
Dash Punctuation	3	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	222	17.7%
o	110	8.8%
i	109	8.7%
n	97	7.8%
r	85	6.8%
e	84	6.7%
u	69	5.5%
t	68	5.4%
s	65	5.2%
l	50	4.0%
Other values (15)	292	23.3%

Uppercase Letter

Value	Count	Frequency (%)
B	28	11.9%
S	22	9.3%
M	21	8.9%
C	20	8.5%
A	18	7.6%
P	18	7.6%
D	15	6.4%
L	12	5.1%
K	11	4.7%
N	11	4.7%
Other values (14)	60	25.4%

Other Punctuation

Value	Count	Frequency (%)
,	8	53.3%
.	4	26.7%
'	3	20.0%

Space Separator

Value	Count	Frequency (%)
	44	100.0%

Other Symbol

Value	Count	Frequency (%)
�	29	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1487	94.2%
Common	91	5.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	222	14.9%
o	110	7.4%
i	109	7.3%
n	97	6.5%
r	85	5.7%
e	84	5.6%
u	69	4.6%
t	68	4.6%
s	65	4.4%
l	50	3.4%
Other values (39)	528	35.5%

Common

Value	Count	Frequency (%)
	44	48.4%
�	29	31.9%
,	8	8.8%
.	4	4.4%
'	3	3.3%
-	3	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1549	98.2%
Specials	29	1.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	222	14.3%
o	110	7.1%
i	109	7.0%
n	97	6.3%
r	85	5.5%
e	84	5.4%
u	69	4.5%
t	68	4.4%
s	65	4.2%
l	50	3.2%
Other values (44)	590	38.1%

Specials

Value	Count	Frequency (%)
�	29	100.0%

Co2-Emissions
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	184
Distinct (%)	97.9%
Missing	7
Missing (%)	3.6%
Memory size	11.8 KiB

143	2
495	2
28,284	2
2,017	2
7,407	1
Other values (179)	179

Length

Max length	9
Median length	7
Mean length	5.4521277
Min length	2

Characters and Unicode

Total characters	1025
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	180 ?
Unique (%)	95.7%

Sample

1st row	8,672
2nd row	4,536
3rd row	150,006
4th row	469
5th row	34,693

Common Values

Value	Count	Frequency (%)
143	2	1.0%
495	2	1.0%
28,284	2	1.0%
2,017	2	1.0%
7,407	1	0.5%
120,369	1	0.5%
41,023	1	0.5%
63,457	1	0.5%
201,150	1	0.5%
224	1	0.5%
Other values (174)	174	89.2%
(Missing)	7	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
143	2	1.1%
2,017	2	1.1%
495	2	1.1%
28,284	2	1.1%
6,340	1	0.5%
21,848	1	0.5%
150,006	1	0.5%
469	1	0.5%
34,693	1	0.5%
557	1	0.5%
Other values (174)	174	92.6%

Most occurring characters

Value	Count	Frequency (%)
,	163	15.9%
2	123	12.0%
1	110	10.7%
6	91	8.9%
4	85	8.3%
0	85	8.3%
3	81	7.9%
7	79	7.7%
8	75	7.3%
5	71	6.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	862	84.1%
Other Punctuation	163	15.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	123	14.3%
1	110	12.8%
6	91	10.6%
4	85	9.9%
0	85	9.9%
3	81	9.4%
7	79	9.2%
8	75	8.7%
5	71	8.2%
9	62	7.2%

Other Punctuation

Value	Count	Frequency (%)
,	163	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1025	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	163	15.9%
2	123	12.0%
1	110	10.7%
6	91	8.9%
4	85	8.3%
0	85	8.3%
3	81	7.9%
7	79	7.7%
8	75	7.3%
5	71	6.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1025	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	163	15.9%
2	123	12.0%
1	110	10.7%
6	91	8.9%
4	85	8.3%
0	85	8.3%
3	81	7.9%
7	79	7.7%
8	75	7.3%
5	71	6.9%

CPI
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	175
Distinct (%)	98.3%
Missing	17
Missing (%)	8.7%
Memory size	11.6 KiB

110.62	2
99.55	2
106.58	2
149.9	1
114.24	1
Other values (170)	170

Length

Max length	8
Median length	6
Mean length	5.8876404
Min length	3

Characters and Unicode

Total characters	1048
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	172 ?
Unique (%)	96.6%

Sample

1st row	149.9
2nd row	119.05
3rd row	151.36
4th row	261.73
5th row	113.81

Common Values

Value	Count	Frequency (%)
110.62	2	1.0%
99.55	2	1.0%
106.58	2	1.0%
149.9	1	0.5%
114.24	1	0.5%
162.74	1	0.5%
109.32	1	0.5%
267.51	1	0.5%
120.27	1	0.5%
113.53	1	0.5%
Other values (165)	165	84.6%
(Missing)	17	8.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
110.62	2	1.1%
106.58	2	1.1%
99.55	2	1.1%
107.43	1	0.6%
119.8	1	0.6%
167.4	1	0.6%
149.75	1	0.6%
104.9	1	0.6%
151.36	1	0.6%
261.73	1	0.6%
Other values (165)	165	92.7%

Most occurring characters

Value	Count	Frequency (%)
1	271	25.9%
.	176	16.8%
2	90	8.6%
5	83	7.9%
3	74	7.1%
8	65	6.2%
6	62	5.9%
4	60	5.7%
0	55	5.2%
7	55	5.2%
Other values (2)	57	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	869	82.9%
Other Punctuation	179	17.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	271	31.2%
2	90	10.4%
5	83	9.6%
3	74	8.5%
8	65	7.5%
6	62	7.1%
4	60	6.9%
0	55	6.3%
7	55	6.3%
9	54	6.2%

Other Punctuation

Value	Count	Frequency (%)
.	176	98.3%
,	3	1.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	1048	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	271	25.9%
.	176	16.8%
2	90	8.6%
5	83	7.9%
3	74	7.1%
8	65	6.2%
6	62	5.9%
4	60	5.7%
0	55	5.2%
7	55	5.2%
Other values (2)	57	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1048	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	271	25.9%
.	176	16.8%
2	90	8.6%
5	83	7.9%
3	74	7.1%
8	65	6.2%
6	62	5.9%
4	60	5.7%
0	55	5.2%
7	55	5.2%
Other values (2)	57	5.4%

CPI Change (%)
Categorical

HIGH CARDINALITY MISSING

Distinct	86
Distinct (%)	48.0%
Missing	16
Missing (%)	8.2%
Memory size	11.5 KiB

2.80%	7
1.80%	7
2.60%	6
2.30%	5
1.40%	5
Other values (81)	149

Length

Max length	7
Median length	5
Mean length	5.1843575
Min length	5

Characters and Unicode

Total characters	928
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	47 ?
Unique (%)	26.3%

Sample

1st row	2.30%
2nd row	1.40%
3rd row	2.00%
4th row	17.10%
5th row	1.20%

Common Values

Value	Count	Frequency (%)
2.80%	7	3.6%
1.80%	7	3.6%
2.60%	6	3.1%
2.30%	5	2.6%
1.40%	5	2.6%
0.80%	5	2.6%
1.00%	5	2.6%
2.10%	5	2.6%
1.60%	5	2.6%
2.50%	4	2.1%
Other values (76)	125	64.1%
(Missing)	16	8.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2.80	7	3.9%
1.80	7	3.9%
1.00	7	3.9%
2.60	6	3.4%
0.70	6	3.4%
0.40	6	3.4%
1.60	5	2.8%
2.50	5	2.8%
0.90	5	2.8%
2.10	5	2.8%
Other values (68)	120	67.0%

Most occurring characters

Value	Count	Frequency (%)
0	230	24.8%
.	179	19.3%
%	179	19.3%
1	67	7.2%
2	58	6.2%
3	38	4.1%
7	30	3.2%
5	28	3.0%
8	27	2.9%
4	27	2.9%
Other values (3)	65	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	555	59.8%
Other Punctuation	358	38.6%
Dash Punctuation	15	1.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	230	41.4%
1	67	12.1%
2	58	10.5%
3	38	6.8%
7	30	5.4%
5	28	5.0%
8	27	4.9%
4	27	4.9%
6	26	4.7%
9	24	4.3%

Other Punctuation

Value	Count	Frequency (%)
.	179	50.0%
%	179	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	928	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	230	24.8%
.	179	19.3%
%	179	19.3%
1	67	7.2%
2	58	6.2%
3	38	4.1%
7	30	3.2%
5	28	3.0%
8	27	2.9%
4	27	2.9%
Other values (3)	65	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	928	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	230	24.8%
.	179	19.3%
%	179	19.3%
1	67	7.2%
2	58	6.2%
3	38	4.1%
7	30	3.2%
5	28	3.0%
8	27	2.9%
4	27	2.9%
Other values (3)	65	7.0%

Currency-Code
Categorical

HIGH CARDINALITY MISSING

Distinct	133
Distinct (%)	73.9%
Missing	15
Missing (%)	7.7%
Memory size	11.1 KiB

EUR	23
XOF	8
XCD	6
USD	6
XAF	5
Other values (128)	132

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	540
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	126 ?
Unique (%)	70.0%

Sample

1st row	AFN
2nd row	ALL
3rd row	DZD
4th row	EUR
5th row	AOA

Common Values

Value	Count	Frequency (%)
EUR	23	11.8%
XOF	8	4.1%
XCD	6	3.1%
USD	6	3.1%
XAF	5	2.6%
AUD	4	2.1%
CHF	2	1.0%
AFN	1	0.5%
PLN	1	0.5%
PYG	1	0.5%
Other values (123)	123	63.1%
(Missing)	15	7.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
eur	23	12.8%
xof	8	4.4%
xcd	6	3.3%
usd	6	3.3%
xaf	5	2.8%
aud	4	2.2%
chf	2	1.1%
bbd	1	0.6%
bwp	1	0.6%
bam	1	0.6%
Other values (123)	123	68.3%

Most occurring characters

Value	Count	Frequency (%)
D	52	9.6%
R	51	9.4%
U	44	8.1%
E	34	6.3%
S	31	5.7%
A	26	4.8%
N	25	4.6%
F	24	4.4%
K	21	3.9%
M	21	3.9%
Other values (16)	211	39.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	540	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
D	52	9.6%
R	51	9.4%
U	44	8.1%
E	34	6.3%
S	31	5.7%
A	26	4.8%
N	25	4.6%
F	24	4.4%
K	21	3.9%
M	21	3.9%
Other values (16)	211	39.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	540	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	52	9.6%
R	51	9.4%
U	44	8.1%
E	34	6.3%
S	31	5.7%
A	26	4.8%
N	25	4.6%
F	24	4.4%
K	21	3.9%
M	21	3.9%
Other values (16)	211	39.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	540	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
D	52	9.6%
R	51	9.4%
U	44	8.1%
E	34	6.3%
S	31	5.7%
A	26	4.8%
N	25	4.6%
F	24	4.4%
K	21	3.9%
M	21	3.9%
Other values (16)	211	39.1%

Fertility Rate
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	139
Distinct (%)	73.9%
Missing	7
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	2.6981383

Minimum	0.98
Maximum	6.91
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.98
5-th percentile	1.3105
Q1	1.705
median	2.245
Q3	3.5975
95-th percentile	5.1095
Maximum	6.91
Range	5.93
Interquartile range (IQR)	1.8925

Descriptive statistics

Standard deviation	1.2822675
Coefficient of variation (CV)	0.47524157
Kurtosis	-0.044592056
Mean	2.6981383
Median Absolute Deviation (MAD)	0.68
Skewness	0.94764282
Sum	507.25
Variance	1.6442099
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.73	5	2.6%
1.62	4	2.1%
1.75	4	2.1%
1.71	3	1.5%
2.46	3	1.5%
1.56	3	1.5%
4.32	3	1.5%
1.26	3	1.5%
1.41	3	1.5%
2.42	3	1.5%
Other values (129)	154	79.0%
(Missing)	7	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.98	1	0.5%
1.14	1	0.5%
1.23	1	0.5%
1.26	3	1.5%
1.27	2	1.0%
1.29	1	0.5%
1.3	1	0.5%
1.33	1	0.5%
1.35	1	0.5%
1.37	1	0.5%

Value	Count	Frequency (%)
6.91	1	0.5%
6.07	1	0.5%
5.92	1	0.5%
5.88	1	0.5%
5.75	1	0.5%
5.52	1	0.5%
5.41	1	0.5%
5.39	1	0.5%
5.22	1	0.5%
5.19	1	0.5%

Forested Area (%)
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	161
Distinct (%)	85.6%
Missing	7
Missing (%)	3.6%
Memory size	11.9 KiB

43.10%	3
33.20%	3
12.60%	3
32.70%	3
0.00%	3
Other values (156)	173

Length

Max length	6
Median length	6
Mean length	5.7712766
Min length	5

Characters and Unicode

Total characters	1085
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	139 ?
Unique (%)	73.9%

Sample

1st row	2.10%
2nd row	28.10%
3rd row	0.80%
4th row	34.00%
5th row	46.30%

Common Values

Value	Count	Frequency (%)
43.10%	3	1.5%
33.20%	3	1.5%
12.60%	3	1.5%
32.70%	3	1.5%
0.00%	3	1.5%
12.50%	2	1.0%
52.70%	2	1.0%
19.70%	2	1.0%
34.60%	2	1.0%
0.10%	2	1.0%
Other values (151)	163	83.6%
(Missing)	7	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
43.10	3	1.6%
12.60	3	1.6%
32.70	3	1.6%
0.00	3	1.6%
33.20	3	1.6%
30.90	2	1.1%
14.70	2	1.1%
0.80	2	1.1%
0.20	2	1.1%
3.80	2	1.1%
Other values (151)	163	86.7%

Most occurring characters

Value	Count	Frequency (%)
0	236	21.8%
.	188	17.3%
%	188	17.3%
1	76	7.0%
3	75	6.9%
2	59	5.4%
4	54	5.0%
5	45	4.1%
7	44	4.1%
6	41	3.8%
Other values (2)	79	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	709	65.3%
Other Punctuation	376	34.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	236	33.3%
1	76	10.7%
3	75	10.6%
2	59	8.3%
4	54	7.6%
5	45	6.3%
7	44	6.2%
6	41	5.8%
8	40	5.6%
9	39	5.5%

Other Punctuation

Value	Count	Frequency (%)
.	188	50.0%
%	188	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1085	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	236	21.8%
.	188	17.3%
%	188	17.3%
1	76	7.0%
3	75	6.9%
2	59	5.4%
4	54	5.0%
5	45	4.1%
7	44	4.1%
6	41	3.8%
Other values (2)	79	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1085	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	236	21.8%
.	188	17.3%
%	188	17.3%
1	76	7.0%
3	75	6.9%
2	59	5.4%
4	54	5.0%
5	45	4.1%
7	44	4.1%
6	41	3.8%
Other values (2)	79	7.3%

Gasoline Price
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	101
Distinct (%)	57.7%
Missing	20
Missing (%)	10.3%
Memory size	11.5 KiB

$0.71	6
$1.16	5
$0.92	5
$0.98	4
$1.12	4
Other values (96)	151

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	1050
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	55 ?
Unique (%)	31.4%

Sample

1st row	$0.70
2nd row	$1.36
3rd row	$0.28
4th row	$1.51
5th row	$0.97

Common Values

Value	Count	Frequency (%)
$0.71	6	3.1%
$1.16	5	2.6%
$0.92	5	2.6%
$0.98	4	2.1%
$1.12	4	2.1%
$0.83	3	1.5%
$0.90	3	1.5%
$1.36	3	1.5%
$1.03	3	1.5%
$1.32	3	1.5%
Other values (91)	136	69.7%
(Missing)	20	10.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0.71	6	3.4%
0.92	5	2.9%
1.16	5	2.9%
0.98	4	2.3%
1.12	4	2.3%
0.40	3	1.7%
1.40	3	1.7%
0.97	3	1.7%
1.10	3	1.7%
0.91	3	1.7%
Other values (91)	136	77.7%

Most occurring characters

Value	Count	Frequency (%)
$	175	16.7%
.	175	16.7%
	175	16.7%
1	132	12.6%
0	129	12.3%
9	42	4.0%
4	36	3.4%
7	35	3.3%
2	35	3.3%
3	32	3.0%
Other values (3)	84	8.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	525	50.0%
Currency Symbol	175	16.7%
Other Punctuation	175	16.7%
Space Separator	175	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	132	25.1%
0	129	24.6%
9	42	8.0%
4	36	6.9%
7	35	6.7%
2	35	6.7%
3	32	6.1%
8	30	5.7%
6	29	5.5%
5	25	4.8%

Currency Symbol

Value	Count	Frequency (%)
$	175	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	175	100.0%

Space Separator

Value	Count	Frequency (%)
	175	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1050	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
$	175	16.7%
.	175	16.7%
	175	16.7%
1	132	12.6%
0	129	12.3%
9	42	4.0%
4	36	3.4%
7	35	3.3%
2	35	3.3%
3	32	3.0%
Other values (3)	84	8.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1050	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
$	175	16.7%
.	175	16.7%
	175	16.7%
1	132	12.6%
0	129	12.3%
9	42	4.0%
4	36	3.4%
7	35	3.3%
2	35	3.3%
3	32	3.0%
Other values (3)	84	8.0%

GDP
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	193
Distinct (%)	100.0%
Missing	2
Missing (%)	1.0%
Memory size	14.0 KiB

$2,122,450,630	1
$206,928,765,544	1
$12,520,915,291	1
$12,928,145,120	1
$448,120,428,859	1
Other values (188)	188

Length

Max length	20
Median length	19
Mean length	16.108808
Min length	12

Characters and Unicode

Total characters	3109
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	193 ?
Unique (%)	100.0%

Sample

1st row	$19,101,353,833
2nd row	$15,278,077,447
3rd row	$169,988,236,398
4th row	$3,154,057,987
5th row	$94,635,415,870

Common Values

Value	Count	Frequency (%)
$2,122,450,630	1	0.5%
$206,928,765,544	1	0.5%
$12,520,915,291	1	0.5%
$12,928,145,120	1	0.5%
$448,120,428,859	1	0.5%
$32,100,000,000	1	0.5%
$10,220,781,069	1	0.5%
$403,336,363,636	1	0.5%
$76,983,094,928	1	0.5%
$304,400,000,000	1	0.5%
Other values (183)	183	93.8%
(Missing)	2	1.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2,122,450,630	1	0.5%
15,278,077,447	1	0.5%
12,827,000,000	1	0.5%
169,988,236,398	1	0.5%
3,154,057,987	1	0.5%
94,635,415,870	1	0.5%
1,727,759,259	1	0.5%
449,663,446,954	1	0.5%
13,672,802,158	1	0.5%
1,392,680,589,329	1	0.5%
Other values (183)	183	94.8%

Most occurring characters

Value	Count	Frequency (%)
,	583	18.8%
0	322	10.4%
1	250	8.0%
4	227	7.3%
2	218	7.0%
8	199	6.4%
$	193	6.2%
	193	6.2%
3	192	6.2%
7	192	6.2%
Other values (3)	540	17.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2140	68.8%
Other Punctuation	583	18.8%
Currency Symbol	193	6.2%
Space Separator	193	6.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	322	15.0%
1	250	11.7%
4	227	10.6%
2	218	10.2%
8	199	9.3%
3	192	9.0%
7	192	9.0%
5	188	8.8%
9	177	8.3%
6	175	8.2%

Other Punctuation

Value	Count	Frequency (%)
,	583	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	193	100.0%

Space Separator

Value	Count	Frequency (%)
	193	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3109	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	583	18.8%
0	322	10.4%
1	250	8.0%
4	227	7.3%
2	218	7.0%
8	199	6.4%
$	193	6.2%
	193	6.2%
3	192	6.2%
7	192	6.2%
Other values (3)	540	17.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3109	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	583	18.8%
0	322	10.4%
1	250	8.0%
4	227	7.3%
2	218	7.0%
8	199	6.4%
$	193	6.2%
	193	6.2%
3	192	6.2%
7	192	6.2%
Other values (3)	540	17.4%

Gross primary education enrollment (%)
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	141
Distinct (%)	75.0%
Missing	7
Missing (%)	3.6%
Memory size	12.0 KiB

104.00%	4
100.90%	4
99.40%	3
97.20%	3
101.90%	3
Other values (136)	171

Length

Max length	7
Median length	7
Mean length	6.6861702
Min length	6

Characters and Unicode

Total characters	1257
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	109 ?
Unique (%)	58.0%

Sample

1st row	104.00%
2nd row	107.00%
3rd row	109.90%
4th row	106.40%
5th row	113.50%

Common Values

Value	Count	Frequency (%)
104.00%	4	2.1%
100.90%	4	2.1%
99.40%	3	1.5%
97.20%	3	1.5%
101.90%	3	1.5%
100.20%	3	1.5%
99.80%	3	1.5%
106.20%	3	1.5%
103.20%	3	1.5%
100.00%	3	1.5%
Other values (131)	156	80.0%
(Missing)	7	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
104.00	4	2.1%
100.90	4	2.1%
106.20	3	1.6%
100.30	3	1.6%
100.40	3	1.6%
100.00	3	1.6%
103.20	3	1.6%
106.40	3	1.6%
99.80	3	1.6%
100.20	3	1.6%
Other values (131)	156	83.0%

Most occurring characters

Value	Count	Frequency (%)
0	332	26.4%
.	188	15.0%
%	188	15.0%
1	182	14.5%
9	76	6.0%
4	51	4.1%
8	49	3.9%
2	48	3.8%
3	42	3.3%
6	37	2.9%
Other values (2)	64	5.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	881	70.1%
Other Punctuation	376	29.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	332	37.7%
1	182	20.7%
9	76	8.6%
4	51	5.8%
8	49	5.6%
2	48	5.4%
3	42	4.8%
6	37	4.2%
7	34	3.9%
5	30	3.4%

Other Punctuation

Value	Count	Frequency (%)
.	188	50.0%
%	188	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1257	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	332	26.4%
.	188	15.0%
%	188	15.0%
1	182	14.5%
9	76	6.0%
4	51	4.1%
8	49	3.9%
2	48	3.8%
3	42	3.3%
6	37	2.9%
Other values (2)	64	5.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1257	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	332	26.4%
.	188	15.0%
%	188	15.0%
1	182	14.5%
9	76	6.0%
4	51	4.1%
8	49	3.9%
2	48	3.8%
3	42	3.3%
6	37	2.9%
Other values (2)	64	5.1%

Gross tertiary education enrollment (%)
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	171
Distinct (%)	93.4%
Missing	12
Missing (%)	6.2%
Memory size	11.7 KiB

10.20%	3
88.20%	2
12.80%	2
63.90%	2
14.10%	2
Other values (166)	172

Length

Max length	7
Median length	6
Mean length	5.8196721
Min length	5

Characters and Unicode

Total characters	1065
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	160 ?
Unique (%)	87.4%

Sample

1st row	9.70%
2nd row	55.00%
3rd row	51.40%
4th row	9.30%
5th row	24.80%

Common Values

Value	Count	Frequency (%)
10.20%	3	1.5%
88.20%	2	1.0%
12.80%	2	1.0%
63.90%	2	1.0%
14.10%	2	1.0%
9.00%	2	1.0%
23.70%	2	1.0%
11.60%	2	1.0%
65.60%	2	1.0%
9.30%	2	1.0%
Other values (161)	162	83.1%
(Missing)	12	6.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
10.20	3	1.6%
23.70	2	1.1%
82.00	2	1.1%
9.30	2	1.1%
65.60	2	1.1%
11.60	2	1.1%
88.20	2	1.1%
9.00	2	1.1%
63.90	2	1.1%
12.80	2	1.1%
Other values (161)	162	88.5%

Most occurring characters

Value	Count	Frequency (%)
0	223	20.9%
.	183	17.2%
%	183	17.2%
1	81	7.6%
6	61	5.7%
4	55	5.2%
2	54	5.1%
3	49	4.6%
8	48	4.5%
5	47	4.4%
Other values (2)	81	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	699	65.6%
Other Punctuation	366	34.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	223	31.9%
1	81	11.6%
6	61	8.7%
4	55	7.9%
2	54	7.7%
3	49	7.0%
8	48	6.9%
5	47	6.7%
7	45	6.4%
9	36	5.2%

Other Punctuation

Value	Count	Frequency (%)
.	183	50.0%
%	183	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1065	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	223	20.9%
.	183	17.2%
%	183	17.2%
1	81	7.6%
6	61	5.7%
4	55	5.2%
2	54	5.1%
3	49	4.6%
8	48	4.5%
5	47	4.4%
Other values (2)	81	7.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1065	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	223	20.9%
.	183	17.2%
%	183	17.2%
1	81	7.6%
6	61	5.7%
4	55	5.2%
2	54	5.1%
3	49	4.6%
8	48	4.5%
5	47	4.4%
Other values (2)	81	7.6%

Infant mortality
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	144
Distinct (%)	76.2%
Missing	6
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	21.332804

Minimum	1.4
Maximum	84.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	1.4
5-th percentile	2.24
Q1	6
median	14
Q3	32.7
95-th percentile	62.36
Maximum	84.5
Range	83.1
Interquartile range (IQR)	26.7

Descriptive statistics

Standard deviation	19.548058
Coefficient of variation (CV)	0.91633795
Kurtosis	0.57417273
Mean	21.332804
Median Absolute Deviation (MAD)	10.4
Skewness	1.1585542
Sum	4031.9
Variance	382.12658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.6	4	2.1%
3.1	4	2.1%
6.1	4	2.1%
12.4	3	1.5%
3.3	3	1.5%
2.6	3	1.5%
6.4	3	1.5%
9.8	3	1.5%
13.6	3	1.5%
2.7	3	1.5%
Other values (134)	156	80.0%
(Missing)	6	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.4	1	0.5%
1.5	1	0.5%
1.7	2	1.0%
1.8	1	0.5%
1.9	2	1.0%
2.1	2	1.0%
2.2	1	0.5%
2.3	2	1.0%
2.5	1	0.5%
2.6	3	1.5%

Value	Count	Frequency (%)
84.5	1	0.5%
78.5	1	0.5%
76.6	1	0.5%
75.7	1	0.5%
71.4	1	0.5%
68.2	1	0.5%
65.7	1	0.5%
64.9	1	0.5%
63.7	1	0.5%
62.6	1	0.5%

Largest city
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	188
Distinct (%)	99.5%
Missing	6
Missing (%)	3.1%
Memory size	12.7 KiB

S��	2
Kigali	1
Moscow	1
Auckland	1
Managua	1
Other values (183)	183

Length

Max length	23
Median length	20
Mean length	8.3227513
Min length	4

Characters and Unicode

Total characters	1573
Distinct characters	57
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	187 ?
Unique (%)	98.9%

Sample

1st row	Kabul
2nd row	Tirana
3rd row	Algiers
4th row	Andorra la Vella
5th row	Luanda

Common Values

Value	Count	Frequency (%)
S��	2	1.0%
Kigali	1	0.5%
Moscow	1	0.5%
Auckland	1	0.5%
Managua	1	0.5%
Niamey	1	0.5%
Lagos	1	0.5%
Pyongyang	1	0.5%
Skopje	1	0.5%
Oslo	1	0.5%
Other values (178)	178	91.3%
(Missing)	6	3.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
city	11	4.6%
san	3	1.3%
port	3	1.3%
st	2	0.8%
la	2	0.8%
s��	2	0.8%
cotonou	1	0.4%
belize	1	0.4%
vella	1	0.4%
luanda	1	0.4%
Other values (211)	211	88.7%

Most occurring characters

Value	Count	Frequency (%)
a	222	14.1%
o	109	6.9%
i	108	6.9%
n	103	6.5%
e	86	5.5%
r	83	5.3%
u	64	4.1%
s	62	3.9%
t	58	3.7%
l	51	3.2%
Other values (47)	627	39.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1233	78.4%
Uppercase Letter	234	14.9%
Space Separator	49	3.1%
Other Symbol	42	2.7%
Other Punctuation	13	0.8%
Dash Punctuation	2	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	222	18.0%
o	109	8.8%
i	108	8.8%
n	103	8.4%
e	86	7.0%
r	83	6.7%
u	64	5.2%
s	62	5.0%
t	58	4.7%
l	51	4.1%
Other values (16)	287	23.3%

Uppercase Letter

Value	Count	Frequency (%)
S	29	12.4%
C	27	11.5%
B	25	10.7%
M	20	8.5%
P	16	6.8%
A	15	6.4%
L	13	5.6%
T	13	5.6%
K	12	5.1%
D	11	4.7%
Other values (15)	53	22.6%

Other Punctuation

Value	Count	Frequency (%)
,	8	61.5%
'	3	23.1%
.	2	15.4%

Space Separator

Value	Count	Frequency (%)
	49	100.0%

Other Symbol

Value	Count	Frequency (%)
�	42	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1467	93.3%
Common	106	6.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	222	15.1%
o	109	7.4%
i	108	7.4%
n	103	7.0%
e	86	5.9%
r	83	5.7%
u	64	4.4%
s	62	4.2%
t	58	4.0%
l	51	3.5%
Other values (41)	521	35.5%

Common

Value	Count	Frequency (%)
	49	46.2%
�	42	39.6%
,	8	7.5%
'	3	2.8%
.	2	1.9%
-	2	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1531	97.3%
Specials	42	2.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	222	14.5%
o	109	7.1%
i	108	7.1%
n	103	6.7%
e	86	5.6%
r	83	5.4%
u	64	4.2%
s	62	4.0%
t	58	3.8%
l	51	3.3%
Other values (46)	585	38.2%

Specials

Value	Count	Frequency (%)
�	42	100.0%

Life expectancy
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	134
Distinct (%)	71.7%
Missing	8
Missing (%)	4.1%
Infinite	0
Infinite (%)	0.0%
Mean	72.279679

Minimum	52.8
Maximum	85.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	52.8
5-th percentile	58.55
Q1	67
median	73.2
Q3	77.5
95-th percentile	82.7
Maximum	85.4
Range	32.6
Interquartile range (IQR)	10.5

Descriptive statistics

Standard deviation	7.4836606
Coefficient of variation (CV)	0.10353755
Kurtosis	-0.39712234
Mean	72.279679
Median Absolute Deviation (MAD)	5.1
Skewness	-0.52804756
Sum	13516.3
Variance	56.005176
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76.5	5	2.6%
61.2	4	2.1%
74.4	3	1.5%
75.7	3	1.5%
72.8	3	1.5%
81.3	3	1.5%
71.6	3	1.5%
71.8	3	1.5%
76.8	3	1.5%
63.8	2	1.0%
Other values (124)	155	79.5%
(Missing)	8	4.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
52.8	1	0.5%
53.7	1	0.5%
54	1	0.5%
54.3	2	1.0%
57.1	1	0.5%
57.4	1	0.5%
57.6	1	0.5%
58	1	0.5%
58.4	1	0.5%
58.9	2	1.0%

Value	Count	Frequency (%)
85.4	1	0.5%
84.2	1	0.5%
83.6	1	0.5%
83.3	1	0.5%
83.1	1	0.5%
83	1	0.5%
82.9	1	0.5%
82.8	2	1.0%
82.7	2	1.0%
82.6	1	0.5%

Maternal mortality ratio
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	114
Distinct (%)	63.0%
Missing	14
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	160.39227

Minimum	2
Maximum	1150
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	2
5-th percentile	4
Q1	13
median	53
Q3	186
95-th percentile	638
Maximum	1150
Range	1148
Interquartile range (IQR)	173

Descriptive statistics

Standard deviation	233.50202
Coefficient of variation (CV)	1.4558185
Kurtosis	4.8716649
Mean	160.39227
Median Absolute Deviation (MAD)	47
Skewness	2.1715103
Sum	29031
Variance	54523.195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	8	4.1%
19	6	3.1%
17	5	2.6%
3	5	2.6%
8	5	2.6%
4	4	2.1%
29	4	2.1%
6	4	2.1%
7	4	2.1%
10	4	2.1%
Other values (104)	132	67.7%
(Missing)	14	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	4	2.1%
3	5	2.6%
4	4	2.1%
5	8	4.1%
6	4	2.1%
7	4	2.1%
8	5	2.6%
9	3	1.5%
10	4	2.1%
11	1	0.5%

Value	Count	Frequency (%)
1150	1	0.5%
1140	1	0.5%
1120	1	0.5%
917	1	0.5%
829	2	1.0%
766	1	0.5%
667	1	0.5%
661	1	0.5%
638	1	0.5%
617	1	0.5%

Minimum wage
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	114
Distinct (%)	76.0%
Missing	45
Missing (%)	23.1%
Memory size	10.8 KiB

$2.00	3
$0.41	3
$0.34	2
$2.25	2
$0.53	2
Other values (109)	138

Length

Max length	7
Median length	6
Mean length	6.06
Min length	6

Characters and Unicode

Total characters	909
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	80 ?
Unique (%)	53.3%

Sample

1st row	$0.43
2nd row	$1.12
3rd row	$0.95
4th row	$6.63
5th row	$0.71

Common Values

Value	Count	Frequency (%)
$2.00	3	1.5%
$0.41	3	1.5%
$0.34	2	1.0%
$2.25	2	1.0%
$0.53	2	1.0%
$0.35	2	1.0%
$1.12	2	1.0%
$0.60	2	1.0%
$0.25	2	1.0%
$1.23	2	1.0%
Other values (104)	128	65.6%
(Missing)	45	23.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2.00	3	2.0%
0.41	3	2.0%
0.71	2	1.3%
0.36	2	1.3%
0.54	2	1.3%
1.53	2	1.3%
0.29	2	1.3%
0.95	2	1.3%
0.23	2	1.3%
1.49	2	1.3%
Other values (104)	128	85.3%

Most occurring characters

Value	Count	Frequency (%)
$	150	16.5%
.	150	16.5%
	150	16.5%
0	110	12.1%
1	76	8.4%
3	53	5.8%
5	43	4.7%
2	42	4.6%
4	34	3.7%
6	30	3.3%
Other values (3)	71	7.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	459	50.5%
Currency Symbol	150	16.5%
Other Punctuation	150	16.5%
Space Separator	150	16.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	110	24.0%
1	76	16.6%
3	53	11.5%
5	43	9.4%
2	42	9.2%
4	34	7.4%
6	30	6.5%
9	25	5.4%
8	24	5.2%
7	22	4.8%

Currency Symbol

Value	Count	Frequency (%)
$	150	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	150	100.0%

Space Separator

Value	Count	Frequency (%)
	150	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	909	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
$	150	16.5%
.	150	16.5%
	150	16.5%
0	110	12.1%
1	76	8.4%
3	53	5.8%
5	43	4.7%
2	42	4.6%
4	34	3.7%
6	30	3.3%
Other values (3)	71	7.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	909	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
$	150	16.5%
.	150	16.5%
	150	16.5%
0	110	12.1%
1	76	8.4%
3	53	5.8%
5	43	4.7%
2	42	4.6%
4	34	3.7%
6	30	3.3%
Other values (3)	71	7.8%

Official language
Categorical

HIGH CARDINALITY HIGH CORRELATION

Distinct	77
Distinct (%)	39.7%
Missing	1
Missing (%)	0.5%
Memory size	12.4 KiB

English	31
French	25
Spanish	19
Arabic	18
Portuguese	7
Other values (72)	94

Length

Max length	22
Median length	20
Mean length	7.4484536
Min length	3

Characters and Unicode

Total characters	1445
Distinct characters	46
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	59 ?
Unique (%)	30.4%

Sample

1st row	Pashto
2nd row	Albanian
3rd row	Arabic
4th row	Catalan
5th row	Portuguese

Common Values

Value	Count	Frequency (%)
English	31	15.9%
French	25	12.8%
Spanish	19	9.7%
Arabic	18	9.2%
Portuguese	7	3.6%
None	4	2.1%
German	4	2.1%
Swahili	4	2.1%
Russian	4	2.1%
Italian	3	1.5%
Other values (67)	75	38.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
english	32	15.3%
french	25	12.0%
arabic	20	9.6%
spanish	19	9.1%
portuguese	7	3.3%
language	7	3.3%
none	4	1.9%
german	4	1.9%
swahili	4	1.9%
russian	4	1.9%
Other values (70)	83	39.7%

Most occurring characters

Value	Count	Frequency (%)
n	164	11.3%
a	148	10.2%
i	143	9.9%
h	100	6.9%
e	99	6.9%
r	90	6.2%
s	88	6.1%
g	64	4.4%
l	62	4.3%
c	53	3.7%
Other values (36)	434	30.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1226	84.8%
Uppercase Letter	204	14.1%
Space Separator	15	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	164	13.4%
a	148	12.1%
i	143	11.7%
h	100	8.2%
e	99	8.1%
r	90	7.3%
s	88	7.2%
g	64	5.2%
l	62	5.1%
c	53	4.3%
Other values (15)	215	17.5%

Uppercase Letter

Value	Count	Frequency (%)
E	33	16.2%
S	33	16.2%
F	26	12.7%
A	25	12.3%
P	12	5.9%
M	10	4.9%
T	8	3.9%
G	7	3.4%
I	6	2.9%
N	6	2.9%
Other values (10)	38	18.6%

Space Separator

Value	Count	Frequency (%)
	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1430	99.0%
Common	15	1.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	164	11.5%
a	148	10.3%
i	143	10.0%
h	100	7.0%
e	99	6.9%
r	90	6.3%
s	88	6.2%
g	64	4.5%
l	62	4.3%
c	53	3.7%
Other values (35)	419	29.3%

Common

Value	Count	Frequency (%)
	15	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1445	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	164	11.3%
a	148	10.2%
i	143	9.9%
h	100	6.9%
e	99	6.9%
r	90	6.2%
s	88	6.1%
g	64	4.4%
l	62	4.3%
c	53	3.7%
Other values (36)	434	30.0%

Out of pocket health expenditure
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	160
Distinct (%)	85.1%
Missing	7
Missing (%)	3.6%
Memory size	11.9 KiB

40.50%	3
15.20%	3
36.70%	3
36.00%	2
22.80%	2
Other values (155)	175

Length

Max length	6
Median length	6
Mean length	5.9148936
Min length	5

Characters and Unicode

Total characters	1112
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	135 ?
Unique (%)	71.8%

Sample

1st row	78.40%
2nd row	56.90%
3rd row	28.10%
4th row	36.40%
5th row	33.40%

Common Values

Value	Count	Frequency (%)
40.50%	3	1.5%
15.20%	3	1.5%
36.70%	3	1.5%
36.00%	2	1.0%
22.80%	2	1.0%
6.80%	2	1.0%
43.70%	2	1.0%
12.50%	2	1.0%
14.80%	2	1.0%
18.30%	2	1.0%
Other values (150)	165	84.6%
(Missing)	7	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
40.50	3	1.6%
36.70	3	1.6%
15.20	3	1.6%
25.90	2	1.1%
36.40	2	1.1%
2.50	2	1.1%
32.10	2	1.1%
25.10	2	1.1%
17.60	2	1.1%
19.60	2	1.1%
Other values (150)	165	87.8%

Most occurring characters

Value	Count	Frequency (%)
0	219	19.7%
.	188	16.9%
%	188	16.9%
1	83	7.5%
3	76	6.8%
2	74	6.7%
4	61	5.5%
6	54	4.9%
5	52	4.7%
7	47	4.2%
Other values (2)	70	6.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	736	66.2%
Other Punctuation	376	33.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	219	29.8%
1	83	11.3%
3	76	10.3%
2	74	10.1%
4	61	8.3%
6	54	7.3%
5	52	7.1%
7	47	6.4%
8	45	6.1%
9	25	3.4%

Other Punctuation

Value	Count	Frequency (%)
.	188	50.0%
%	188	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1112	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	219	19.7%
.	188	16.9%
%	188	16.9%
1	83	7.5%
3	76	6.8%
2	74	6.7%
4	61	5.5%
6	54	4.9%
5	52	4.7%
7	47	4.2%
Other values (2)	70	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	219	19.7%
.	188	16.9%
%	188	16.9%
1	83	7.5%
3	76	6.8%
2	74	6.7%
4	61	5.5%
6	54	4.9%
5	52	4.7%
7	47	4.2%
Other values (2)	70	6.3%

Physicians per thousand
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	152
Distinct (%)	80.9%
Missing	7
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.8398404

Minimum	0.01
Maximum	8.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.0635
Q1	0.3325
median	1.46
Q3	2.935
95-th percentile	4.8995
Maximum	8.42
Range	8.41
Interquartile range (IQR)	2.6025

Descriptive statistics

Standard deviation	1.684261
Coefficient of variation (CV)	0.91543866
Kurtosis	0.83405658
Mean	1.8398404
Median Absolute Deviation (MAD)	1.235
Skewness	1.0078449
Sum	345.89
Variance	2.8367353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.08	6	3.1%
0.04	4	2.1%
0.07	4	2.1%
2.61	3	1.5%
0.17	3	1.5%
0.13	3	1.5%
0.42	3	1.5%
0.06	2	1.0%
0.23	2	1.0%
0.1	2	1.0%
Other values (142)	156	80.0%
(Missing)	7	3.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1	0.5%
0.02	1	0.5%
0.03	1	0.5%
0.04	4	2.1%
0.05	1	0.5%
0.06	2	1.0%
0.07	4	2.1%
0.08	6	3.1%
0.09	1	0.5%
0.1	2	1.0%

Value	Count	Frequency (%)
8.42	1	0.5%
7.12	1	0.5%
6.56	1	0.5%
6.35	1	0.5%
6.11	1	0.5%
5.48	1	0.5%
5.19	1	0.5%
5.17	1	0.5%
5.12	1	0.5%
5.05	1	0.5%

Population
Categorical

HIGH CARDINALITY UNIFORM

Distinct	194
Distinct (%)	100.0%
Missing	1
Missing (%)	0.5%
Memory size	12.7 KiB

38,041,754	1
182,790	1
6,545,502	1
23,310,715	1
200,963,599	1
Other values (189)	189

Length

Max length	13
Median length	11
Mean length	9.0721649
Min length	3

Characters and Unicode

Total characters	1760
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	194 ?
Unique (%)	100.0%

Sample

1st row	38,041,754
2nd row	2,854,191
3rd row	43,053,054
4th row	77,142
5th row	31,825,295

Common Values

Value	Count	Frequency (%)
38,041,754	1	0.5%
182,790	1	0.5%
6,545,502	1	0.5%
23,310,715	1	0.5%
200,963,599	1	0.5%
25,666,161	1	0.5%
1,836,713	1	0.5%
5,347,896	1	0.5%
5,266,535	1	0.5%
216,565,318	1	0.5%
Other values (184)	184	94.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
38,041,754	1	0.5%
10,738,958	1	0.5%
389,482	1	0.5%
43,053,054	1	0.5%
77,142	1	0.5%
31,825,295	1	0.5%
97,118	1	0.5%
44,938,712	1	0.5%
2,957,731	1	0.5%
25,766,605	1	0.5%
Other values (184)	184	94.8%

Most occurring characters

Value	Count	Frequency (%)
,	350	19.9%
1	174	9.9%
3	163	9.3%
5	157	8.9%
0	156	8.9%
6	147	8.4%
2	136	7.7%
7	127	7.2%
8	126	7.2%
4	112	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1410	80.1%
Other Punctuation	350	19.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	174	12.3%
3	163	11.6%
5	157	11.1%
0	156	11.1%
6	147	10.4%
2	136	9.6%
7	127	9.0%
8	126	8.9%
4	112	7.9%
9	112	7.9%

Other Punctuation

Value	Count	Frequency (%)
,	350	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1760	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	350	19.9%
1	174	9.9%
3	163	9.3%
5	157	8.9%
0	156	8.9%
6	147	8.4%
2	136	7.7%
7	127	7.2%
8	126	7.2%
4	112	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1760	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	350	19.9%
1	174	9.9%
3	163	9.3%
5	157	8.9%
0	156	8.9%
6	147	8.4%
2	136	7.7%
7	127	7.2%
8	126	7.2%
4	112	6.4%

Population: Labor force participation (%)
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	145
Distinct (%)	82.4%
Missing	19
Missing (%)	9.7%
Memory size	11.5 KiB

68.80%	3
65.10%	3
72.00%	3
68.00%	2
83.80%	2
Other values (140)	163

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	1056
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	117 ?
Unique (%)	66.5%

Sample

1st row	48.90%
2nd row	55.70%
3rd row	41.20%
4th row	77.50%
5th row	61.30%

Common Values

Value	Count	Frequency (%)
68.80%	3	1.5%
65.10%	3	1.5%
72.00%	3	1.5%
68.00%	2	1.0%
83.80%	2	1.0%
64.00%	2	1.0%
69.90%	2	1.0%
72.40%	2	1.0%
56.50%	2	1.0%
66.40%	2	1.0%
Other values (135)	153	78.5%
(Missing)	19	9.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
68.80	3	1.7%
72.00	3	1.7%
65.10	3	1.7%
68.00	2	1.1%
59.10	2	1.1%
53.60	2	1.1%
67.30	2	1.1%
74.60	2	1.1%
61.70	2	1.1%
59.70	2	1.1%
Other values (135)	153	86.9%

Most occurring characters

Value	Count	Frequency (%)
0	210	19.9%
.	176	16.7%
%	176	16.7%
6	105	9.9%
5	75	7.1%
7	69	6.5%
4	58	5.5%
8	47	4.5%
3	40	3.8%
9	36	3.4%
Other values (2)	64	6.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	704	66.7%
Other Punctuation	352	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	210	29.8%
6	105	14.9%
5	75	10.7%
7	69	9.8%
4	58	8.2%
8	47	6.7%
3	40	5.7%
9	36	5.1%
1	33	4.7%
2	31	4.4%

Other Punctuation

Value	Count	Frequency (%)
.	176	50.0%
%	176	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1056	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	210	19.9%
.	176	16.7%
%	176	16.7%
6	105	9.9%
5	75	7.1%
7	69	6.5%
4	58	5.5%
8	47	4.5%
3	40	3.8%
9	36	3.4%
Other values (2)	64	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1056	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	210	19.9%
.	176	16.7%
%	176	16.7%
6	105	9.9%
5	75	7.1%
7	69	6.5%
4	58	5.5%
8	47	4.5%
3	40	3.8%
9	36	3.4%
Other values (2)	64	6.1%

Tax revenue (%)
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	119
Distinct (%)	70.4%
Missing	26
Missing (%)	13.3%
Memory size	11.3 KiB

19.50%	4
13.60%	3
23.00%	3
20.10%	3
18.60%	3
Other values (114)	153

Length

Max length	6
Median length	6
Mean length	5.852071
Min length	5

Characters and Unicode

Total characters	989
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	77 ?
Unique (%)	45.6%

Sample

1st row	9.30%
2nd row	18.60%
3rd row	37.20%
4th row	9.20%
5th row	16.50%

Common Values

Value	Count	Frequency (%)
19.50%	4	2.1%
13.60%	3	1.5%
23.00%	3	1.5%
20.10%	3	1.5%
18.60%	3	1.5%
14.20%	3	1.5%
10.20%	3	1.5%
17.30%	2	1.0%
11.80%	2	1.0%
24.20%	2	1.0%
Other values (109)	141	72.3%
(Missing)	26	13.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
19.50	4	2.4%
23.00	3	1.8%
20.10	3	1.8%
18.60	3	1.8%
14.20	3	1.8%
10.20	3	1.8%
13.60	3	1.8%
27.50	2	1.2%
25.40	2	1.2%
17.80	2	1.2%
Other values (109)	141	83.4%

Most occurring characters

Value	Count	Frequency (%)
0	215	21.7%
.	169	17.1%
%	169	17.1%
1	130	13.1%
2	85	8.6%
4	35	3.5%
9	33	3.3%
8	33	3.3%
5	32	3.2%
3	31	3.1%
Other values (2)	57	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	651	65.8%
Other Punctuation	338	34.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	215	33.0%
1	130	20.0%
2	85	13.1%
4	35	5.4%
9	33	5.1%
8	33	5.1%
5	32	4.9%
3	31	4.8%
6	31	4.8%
7	26	4.0%

Other Punctuation

Value	Count	Frequency (%)
.	169	50.0%
%	169	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	989	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	215	21.7%
.	169	17.1%
%	169	17.1%
1	130	13.1%
2	85	8.6%
4	35	3.5%
9	33	3.3%
8	33	3.3%
5	32	3.2%
3	31	3.1%
Other values (2)	57	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	989	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	215	21.7%
.	169	17.1%
%	169	17.1%
1	130	13.1%
2	85	8.6%
4	35	3.5%
9	33	3.3%
8	33	3.3%
5	32	3.2%
3	31	3.1%
Other values (2)	57	5.8%

Total tax rate
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	156
Distinct (%)	85.2%
Missing	12
Missing (%)	6.2%
Memory size	11.8 KiB

36.60%	4
49.70%	3
55.40%	2
36.20%	2
30.60%	2
Other values (151)	170

Length

Max length	7
Median length	6
Mean length	5.9945355
Min length	5

Characters and Unicode

Total characters	1097
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	132 ?
Unique (%)	72.1%

Sample

1st row	71.40%
2nd row	36.60%
3rd row	66.10%
4th row	49.10%
5th row	43.00%

Common Values

Value	Count	Frequency (%)
36.60%	4	2.1%
49.70%	3	1.5%
55.40%	2	1.0%
36.20%	2	1.0%
30.60%	2	1.0%
42.70%	2	1.0%
41.20%	2	1.0%
30.10%	2	1.0%
37.00%	2	1.0%
83.70%	2	1.0%
Other values (146)	160	82.1%
(Missing)	12	6.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
36.60	4	2.2%
49.70	3	1.6%
41.80	2	1.1%
48.80	2	1.1%
49.10	2	1.1%
32.60	2	1.1%
37.90	2	1.1%
38.70	2	1.1%
47.80	2	1.1%
37.20	2	1.1%
Other values (146)	160	87.4%

Most occurring characters

Value	Count	Frequency (%)
0	219	20.0%
.	183	16.7%
%	183	16.7%
3	100	9.1%
4	74	6.7%
2	68	6.2%
7	54	4.9%
1	53	4.8%
6	52	4.7%
5	48	4.4%
Other values (2)	63	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	731	66.6%
Other Punctuation	366	33.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	219	30.0%
3	100	13.7%
4	74	10.1%
2	68	9.3%
7	54	7.4%
1	53	7.3%
6	52	7.1%
5	48	6.6%
8	36	4.9%
9	27	3.7%

Other Punctuation

Value	Count	Frequency (%)
.	183	50.0%
%	183	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1097	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	219	20.0%
.	183	16.7%
%	183	16.7%
3	100	9.1%
4	74	6.7%
2	68	6.2%
7	54	4.9%
1	53	4.8%
6	52	4.7%
5	48	4.4%
Other values (2)	63	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1097	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	219	20.0%
.	183	16.7%
%	183	16.7%
3	100	9.1%
4	74	6.7%
2	68	6.2%
7	54	4.9%
1	53	4.8%
6	52	4.7%
5	48	4.4%
Other values (2)	63	5.7%

Unemployment rate
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	164
Distinct (%)	93.2%
Missing	19
Missing (%)	9.7%
Memory size	11.4 KiB

4.59%	3
6.33%	2
11.85%	2
4.34%	2
2.46%	2
Other values (159)	165

Length

Max length	6
Median length	5
Mean length	5.2272727
Min length	5

Characters and Unicode

Total characters	920
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	153 ?
Unique (%)	86.9%

Sample

1st row	11.12%
2nd row	12.33%
3rd row	11.70%
4th row	6.89%
5th row	9.79%

Common Values

Value	Count	Frequency (%)
4.59%	3	1.5%
6.33%	2	1.0%
11.85%	2	1.0%
4.34%	2	1.0%
2.46%	2	1.0%
5.56%	2	1.0%
5.36%	2	1.0%
3.32%	2	1.0%
3.47%	2	1.0%
4.11%	2	1.0%
Other values (154)	155	79.5%
(Missing)	19	9.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
4.59	3	1.7%
5.36	2	1.1%
4.20	2	1.1%
4.11	2	1.1%
3.47	2	1.1%
3.32	2	1.1%
6.33	2	1.1%
5.56	2	1.1%
4.34	2	1.1%
11.85	2	1.1%
Other values (154)	155	88.1%

Most occurring characters

Value	Count	Frequency (%)
.	176	19.1%
%	176	19.1%
1	88	9.6%
3	75	8.2%
4	73	7.9%
2	62	6.7%
8	49	5.3%
5	48	5.2%
6	48	5.2%
0	47	5.1%
Other values (2)	78	8.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	568	61.7%
Other Punctuation	352	38.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	88	15.5%
3	75	13.2%
4	73	12.9%
2	62	10.9%
8	49	8.6%
5	48	8.5%
6	48	8.5%
0	47	8.3%
9	44	7.7%
7	34	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	176	50.0%
%	176	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	920	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	176	19.1%
%	176	19.1%
1	88	9.6%
3	75	8.2%
4	73	7.9%
2	62	6.7%
8	49	5.3%
5	48	5.2%
6	48	5.2%
0	47	5.1%
Other values (2)	78	8.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	920	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	176	19.1%
%	176	19.1%
1	88	9.6%
3	75	8.2%
4	73	7.9%
2	62	6.7%
8	49	5.3%
5	48	5.2%
6	48	5.2%
0	47	5.1%
Other values (2)	78	8.5%

Urban_population
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	190
Distinct (%)	100.0%
Missing	5
Missing (%)	2.6%
Memory size	12.5 KiB

9,797,273	1
1,162,834	1
3,846,137	1
3,850,231	1
102,806,948	1
Other values (185)	185

Length

Max length	11
Median length	10
Mean length	8.7684211
Min length	5

Characters and Unicode

Total characters	1666
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	190 ?
Unique (%)	100.0%

Sample

1st row	9,797,273
2nd row	1,747,593
3rd row	31,510,100
4th row	67,873
5th row	21,061,025

Common Values

Value	Count	Frequency (%)
9,797,273	1	0.5%
1,162,834	1	0.5%
3,846,137	1	0.5%
3,850,231	1	0.5%
102,806,948	1	0.5%
15,947,412	1	0.5%
4,418,218	1	0.5%
4,250,777	1	0.5%
79,927,762	1	0.5%
14,491	1	0.5%
Other values (180)	180	92.3%
(Missing)	5	2.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
9,797,273	1	0.5%
5,616,165	1	0.5%
323,784	1	0.5%
31,510,100	1	0.5%
67,873	1	0.5%
21,061,025	1	0.5%
23,800	1	0.5%
41,339,571	1	0.5%
1,869,848	1	0.5%
21,844,756	1	0.5%
Other values (180)	180	94.7%

Most occurring characters

Value	Count	Frequency (%)
,	335	20.1%
1	169	10.1%
4	148	8.9%
2	138	8.3%
5	132	7.9%
3	131	7.9%
8	129	7.7%
6	123	7.4%
0	123	7.4%
9	122	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1331	79.9%
Other Punctuation	335	20.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	169	12.7%
4	148	11.1%
2	138	10.4%
5	132	9.9%
3	131	9.8%
8	129	9.7%
6	123	9.2%
0	123	9.2%
9	122	9.2%
7	116	8.7%

Other Punctuation

Value	Count	Frequency (%)
,	335	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1666	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	335	20.1%
1	169	10.1%
4	148	8.9%
2	138	8.3%
5	132	7.9%
3	131	7.9%
8	129	7.7%
6	123	7.4%
0	123	7.4%
9	122	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1666	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	335	20.1%
1	169	10.1%
4	148	8.9%
2	138	8.3%
5	132	7.9%
3	131	7.9%
8	129	7.7%
6	123	7.4%
0	123	7.4%
9	122	7.3%

Latitude
Real number (ℝ)

Distinct	194
Distinct (%)	100.0%
Missing	1
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	19.092351

Minimum	-40.900557
Maximum	64.963051
Zeros	0
Zeros (%)	0.0%
Negative	41
Negative (%)	21.0%
Memory size	1.6 KiB

Quantile statistics

Minimum	-40.900557
5-th percentile	-22.548682
Q1	4.5441747
median	17.273849
Q3	40.124603
95-th percentile	55.242453
Maximum	64.963051
Range	105.86361
Interquartile range (IQR)	35.580429

Descriptive statistics

Standard deviation	23.961779
Coefficient of variation (CV)	1.255046
Kurtosis	-0.61350317
Mean	19.092351
Median Absolute Deviation (MAD)	18.070331
Skewness	-0.25709386
Sum	3703.9162
Variance	574.16688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.93911	1	0.5%
13.909444	1	0.5%
12.865416	1	0.5%
17.607789	1	0.5%
9.081999	1	0.5%
40.339852	1	0.5%
41.608635	1	0.5%
60.472024	1	0.5%
21.4735329	1	0.5%
30.375321	1	0.5%
Other values (184)	184	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-40.900557	1	0.5%
-38.416097	1	0.5%
-35.675147	1	0.5%
-32.522779	1	0.5%
-30.559482	1	0.5%
-29.609988	1	0.5%
-26.522503	1	0.5%
-25.274398	1	0.5%
-23.442503	1	0.5%
-22.95764	1	0.5%

Value	Count	Frequency (%)
64.963051	1	0.5%
61.92411	1	0.5%
61.52401	1	0.5%
60.472024	1	0.5%
60.128161	1	0.5%
58.595272	1	0.5%
56.879635	1	0.5%
56.26392	1	0.5%
56.130366	1	0.5%
55.378051	1	0.5%

Longitude
Real number (ℝ)

Distinct	194
Distinct (%)	100.0%
Missing	1
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	20.232434

Minimum	-175.19824
Maximum	178.06503
Zeros	0
Zeros (%)	0.0%
Negative	56
Negative (%)	28.7%
Memory size	1.6 KiB

Quantile statistics

Minimum	-175.19824
5-th percentile	-85.569366
Q1	-7.9414955
median	20.972652
Q3	48.281523
95-th percentile	135.86716
Maximum	178.06503
Range	353.26327
Interquartile range (IQR)	56.223018

Descriptive statistics

Standard deviation	66.71611
Coefficient of variation (CV)	3.2974831
Kurtosis	0.406904
Mean	20.232434
Median Absolute Deviation (MAD)	28.631189
Skewness	-0.056581627
Sum	3925.0923
Variance	4451.0394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67.709953	1	0.5%
-60.978893	1	0.5%
-85.207229	1	0.5%
8.081666	1	0.5%
8.675277	1	0.5%
127.510093	1	0.5%
21.745275	1	0.5%
8.468946	1	0.5%
55.975413	1	0.5%
69.345116	1	0.5%
Other values (184)	184	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-175.198242	1	0.5%
-172.104629	1	0.5%
-157.3768317	1	0.5%
-106.346771	1	0.5%
-102.552784	1	0.5%
-95.712891	1	0.5%
-90.230759	1	0.5%
-88.89653	1	0.5%
-88.49765	1	0.5%
-86.241905	1	0.5%

Value	Count	Frequency (%)
178.065032	1	0.5%
177.64933	1	0.5%
174.885971	1	0.5%
171.184478	1	0.5%
166.959158	1	0.5%
166.931503	1	0.5%
160.156194	1	0.5%
150.550812	1	0.5%
143.95555	1	0.5%
138.252924	1	0.5%

Auto

Heatmap
Table

	Birth Rate	Calling Code	Fertility Rate	Infant mortality	Life expectancy	Maternal mortality ratio	Physicians per thousand	Latitude	Longitude	CPI Change (%)	Official language
Birth Rate	1.000	0.164	0.981	0.896	-0.860	0.857	-0.845	-0.596	0.040	0.280	0.000
Calling Code	0.164	1.000	0.165	0.106	-0.154	0.052	-0.074	-0.044	0.304	0.126	0.526
Fertility Rate	0.981	0.165	1.000	0.867	-0.843	0.831	-0.817	-0.579	0.038	0.390	0.000
Infant mortality	0.896	0.106	0.867	1.000	-0.926	0.926	-0.862	-0.593	0.063	0.346	0.000
Life expectancy	-0.860	-0.154	-0.843	-0.926	1.000	-0.889	0.807	0.522	-0.115	0.250	0.000
Maternal mortality ratio	0.857	0.052	0.831	0.926	-0.889	1.000	-0.864	-0.636	-0.036	0.381	0.000
Physicians per thousand	-0.845	-0.074	-0.817	-0.862	0.807	-0.864	1.000	0.608	-0.061	0.000	0.337
Latitude	-0.596	-0.044	-0.579	-0.593	0.522	-0.636	0.608	1.000	-0.024	0.000	0.296
Longitude	0.040	0.304	0.038	0.063	-0.115	-0.036	-0.061	-0.024	1.000	0.000	0.272
CPI Change (%)	0.280	0.126	0.390	0.346	0.250	0.381	0.000	0.000	0.000	1.000	0.000
Official language	0.000	0.526	0.000	0.000	0.000	0.000	0.337	0.296	0.272	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Country	Density (P/Km2)	Abbreviation	Agricultural Land( %)	Land Area(Km2)	Armed Forces size	Birth Rate	Calling Code	Capital/Major City	Co2-Emissions	CPI	CPI Change (%)	Currency-Code	Fertility Rate	Forested Area (%)	Gasoline Price	GDP	Gross primary education enrollment (%)	Gross tertiary education enrollment (%)	Infant mortality	Largest city	Life expectancy	Maternal mortality ratio	Minimum wage	Official language	Out of pocket health expenditure	Physicians per thousand	Population	Population: Labor force participation (%)	Tax revenue (%)	Total tax rate	Unemployment rate	Urban_population	Latitude	Longitude
0	Afghanistan	60	AF	58.10%	652,230	323,000	32.49	93.0	Kabul	8,672	149.9	2.30%	AFN	4.47	2.10%	$0.70	$19,101,353,833	104.00%	9.70%	47.9	Kabul	64.5	638.0	$0.43	Pashto	78.40%	0.28	38,041,754	48.90%	9.30%	71.40%	11.12%	9,797,273	33.939110	67.709953
1	Albania	105	AL	43.10%	28,748	9,000	11.78	355.0	Tirana	4,536	119.05	1.40%	ALL	1.62	28.10%	$1.36	$15,278,077,447	107.00%	55.00%	7.8	Tirana	78.5	15.0	$1.12	Albanian	56.90%	1.20	2,854,191	55.70%	18.60%	36.60%	12.33%	1,747,593	41.153332	20.168331
2	Algeria	18	DZ	17.40%	2,381,741	317,000	24.28	213.0	Algiers	150,006	151.36	2.00%	DZD	3.02	0.80%	$0.28	$169,988,236,398	109.90%	51.40%	20.1	Algiers	76.7	112.0	$0.95	Arabic	28.10%	1.72	43,053,054	41.20%	37.20%	66.10%	11.70%	31,510,100	28.033886	1.659626
3	Andorra	164	AD	40.00%	468	NaN	7.20	376.0	Andorra la Vella	469	NaN	NaN	EUR	1.27	34.00%	$1.51	$3,154,057,987	106.40%	NaN	2.7	Andorra la Vella	NaN	NaN	$6.63	Catalan	36.40%	3.33	77,142	NaN	NaN	NaN	NaN	67,873	42.506285	1.521801
4	Angola	26	AO	47.50%	1,246,700	117,000	40.73	244.0	Luanda	34,693	261.73	17.10%	AOA	5.52	46.30%	$0.97	$94,635,415,870	113.50%	9.30%	51.6	Luanda	60.8	241.0	$0.71	Portuguese	33.40%	0.21	31,825,295	77.50%	9.20%	49.10%	6.89%	21,061,025	-11.202692	17.873887
5	Antigua and Barbuda	223	AG	20.50%	443	0	15.33	1.0	St. John's, Saint John	557	113.81	1.20%	XCD	1.99	22.30%	$0.99	$1,727,759,259	105.00%	24.80%	5.0	St. John's, Saint John	76.9	42.0	$3.04	English	24.30%	2.76	97,118	NaN	16.50%	43.00%	NaN	23,800	17.060816	-61.796428
6	Argentina	17	AR	54.30%	2,780,400	105,000	17.02	54.0	Buenos Aires	201,348	232.75	53.50%	ARS	2.26	9.80%	$1.10	$449,663,446,954	109.70%	90.00%	8.8	Buenos Aires	76.5	39.0	$3.35	Spanish	17.60%	3.96	44,938,712	61.30%	10.10%	106.30%	9.79%	41,339,571	-38.416097	-63.616672
7	Armenia	104	AM	58.90%	29,743	49,000	13.99	374.0	Yerevan	5,156	129.18	1.40%	AMD	1.76	11.70%	$0.77	$13,672,802,158	92.70%	54.60%	11.0	Yerevan	74.9	26.0	$0.66	Armenian	81.60%	4.40	2,957,731	55.60%	20.90%	22.60%	16.99%	1,869,848	40.069099	45.038189
8	Australia	3	AU	48.20%	7,741,220	58,000	12.60	61.0	Canberra	375,908	119.8	1.60%	AUD	1.74	16.30%	$0.93	$1,392,680,589,329	100.30%	113.10%	3.1	Sydney	82.7	6.0	$13.59	None	19.60%	3.68	25,766,605	65.50%	23.00%	47.40%	5.27%	21,844,756	-25.274398	133.775136
9	Austria	109	AT	32.40%	83,871	21,000	9.70	43.0	Vienna	61,448	118.06	1.50%	EUR	1.47	46.90%	$1.20	$446,314,739,528	103.10%	85.10%	2.9	Vienna	81.6	5.0	NaN	German	17.90%	5.17	8,877,067	60.70%	25.40%	51.40%	4.67%	5,194,416	47.516231	14.550072

	Country	Density (P/Km2)	Abbreviation	Agricultural Land( %)	Land Area(Km2)	Armed Forces size	Birth Rate	Calling Code	Capital/Major City	Co2-Emissions	CPI	CPI Change (%)	Currency-Code	Fertility Rate	Forested Area (%)	Gasoline Price	GDP	Gross primary education enrollment (%)	Gross tertiary education enrollment (%)	Infant mortality	Largest city	Life expectancy	Maternal mortality ratio	Minimum wage	Official language	Out of pocket health expenditure	Physicians per thousand	Population	Population: Labor force participation (%)	Tax revenue (%)	Total tax rate	Unemployment rate	Urban_population	Latitude	Longitude
185	United Kingdom	281	GB	71.70%	243,610	148,000	11.00	44.0	London	379,025	119.62	1.70%	GBP	1.68	13.10%	$1.46	$2,827,113,184,696	101.20%	60.00%	3.6	London	81.3	7.0	$10.13	English	14.80%	2.81	66,834,405	62.80%	25.50%	30.60%	3.85%	55,908,316	55.378051	-3.435973
186	United States	36	US	44.40%	9,833,517	1,359,000	11.60	1.0	Washington, D.C.	5,006,302	117.24	7.50%	USD	1.73	33.90%	$0.71	$21,427,700,000,000	101.80%	88.20%	5.6	New York City	78.5	19.0	$7.25	None	11.10%	2.61	328,239,523	62.00%	9.60%	36.60%	14.70%	270,663,028	37.090240	-95.712891
187	Uruguay	20	UY	82.60%	176,215	22,000	13.86	598.0	Montevideo	6,766	202.92	7.90%	UYU	1.97	10.70%	$1.50	$56,045,912,952	108.50%	63.10%	6.4	Montevideo	77.8	17.0	$1.66	Spanish	16.20%	5.05	3,461,734	64.00%	20.10%	41.80%	8.73%	3,303,394	-32.522779	-55.765835
188	Uzbekistan	79	UZ	62.90%	447,400	68,000	23.30	998.0	Tashkent	91,811	NaN	NaN	UZS	2.42	7.50%	$1.03	$57,921,286,440	104.20%	10.10%	19.1	Tashkent	71.6	29.0	$0.24	Uzbek	42.70%	2.37	33,580,650	65.10%	14.80%	31.60%	5.92%	16,935,729	41.377491	64.585262
189	Vanuatu	25	VU	15.30%	12,189	NaN	29.60	678.0	Port Vila	147	117.13	2.80%	VUV	3.78	36.10%	$1.31	$917,058,851	109.30%	4.70%	22.3	Port Vila	70.3	72.0	$1.56	French	8.90%	0.17	299,882	69.90%	17.80%	8.50%	4.39%	76,152	-15.376706	166.959158
190	Venezuela	32	VE	24.50%	912,050	343,000	17.88	58.0	Caracas	164,175	2,740.27	254.90%	VED	2.27	52.70%	$0.00	$482,359,318,768	97.20%	79.30%	21.4	Caracas	72.1	125.0	$0.01	Spanish	45.80%	1.92	28,515,829	59.70%	NaN	73.30%	8.80%	25,162,368	6.423750	-66.589730
191	Vietnam	314	VN	39.30%	331,210	522,000	16.75	84.0	Hanoi	192,668	163.52	2.80%	VND	2.05	48.10%	$0.80	$261,921,244,843	110.60%	28.50%	16.5	Ho Chi Minh City	75.3	43.0	$0.73	Vietnamese	43.50%	0.82	96,462,106	77.40%	19.10%	37.60%	2.01%	35,332,140	14.058324	108.277199
192	Yemen	56	YE	44.60%	527,968	40,000	30.45	967.0	Sanaa	10,609	157.58	8.10%	YER	3.79	1.00%	$0.92	$26,914,402,224	93.60%	10.20%	42.9	Sanaa	66.1	164.0	NaN	Arabic	81.00%	0.31	29,161,922	38.00%	NaN	26.60%	12.91%	10,869,523	15.552727	48.516388
193	Zambia	25	ZM	32.10%	752,618	16,000	36.19	260.0	Lusaka	5,141	212.31	9.20%	ZMW	4.63	65.20%	$1.40	$23,064,722,446	98.70%	4.10%	40.4	Lusaka	63.5	213.0	$0.24	English	27.50%	1.19	17,861,030	74.60%	16.20%	15.60%	11.43%	7,871,713	-13.133897	27.849332
194	Zimbabwe	38	ZW	41.90%	390,757	51,000	30.68	263.0	Harare	10,983	105.51	0.90%	NaN	3.62	35.50%	$1.34	$21,440,758,800	109.90%	10.00%	33.9	Harare	61.2	458.0	NaN	Shona	25.80%	0.21	14,645,468	83.10%	20.70%	31.60%	4.95%	4,717,305	-19.015438	29.154857

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Other Symbol

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Specials

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script